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Author SHA1 Message Date
Concedo
22ef97d7d3 Merge commit 'ab86335760' into concedo_experimental 
# Conflicts:
#	.github/workflows/release.yml
#	examples/retrieval/retrieval.cpp
#	examples/simple-chat/simple-chat.cpp
#	ggml/src/ggml-opencl/ggml-opencl.cpp
#	ggml/src/ggml-sycl/ggml-sycl.cpp
#	requirements/requirements-convert_hf_to_gguf.txt
#	requirements/requirements-convert_hf_to_gguf_update.txt
#	requirements/requirements-convert_lora_to_gguf.txt
#	tools/run/run.cpp
 2025-05-23 11:41:36 +08:00
Georgi Gerganov
cc74d5be99
server : pad small embedding batches (#13692) 
ggml-ci
 2025-05-22 16:33:39 +03:00
Georgi Gerganov
5fbfe384d4
server : improve error reporting (#13680) 2025-05-21 19:46:56 +03:00
Concedo
da7fd4aa57 Merge branch 'upstream' into concedo_experimental 
# Conflicts:
#	.devops/musa.Dockerfile
#	.github/workflows/build.yml
#	README.md
#	ci/README.md
#	docs/docker.md
#	examples/lookahead/lookahead.cpp
#	examples/lookup/lookup.cpp
#	examples/parallel/parallel.cpp
#	ggml/src/ggml-musa/CMakeLists.txt
#	ggml/src/ggml-sycl/ggml-sycl.cpp
#	tests/test-arg-parser.cpp
 2025-05-21 23:12:22 +08:00
Concedo
9f976e9c65 swa full used unless ctx shift and fast forward disabled 2025-05-21 22:47:45 +08:00
Robin Davidsson
0d5c742161
server : Add the endpoints /api/tags and /api/chat (#13659) 
* Add the endpoints /api/tags and /api/chat

Add the endpoints /api/tags and /api/chat, and improved the model metadata response

* Remove trailing whitespaces

* Removed code that is not needed for copilot to work.
 2025-05-21 15:15:27 +02:00
Dorin-Andrei Geman
42158ae2e8
server : fix first message identification (#13634) 
* server : fix first message identification

When using the OpenAI SDK (https://github.com/openai/openai-node/blob/master/src/lib/ChatCompletionStream.ts#L623-L626) we noticed that the expected assistant role is missing in the first streaming message. Fix this by correctly checking for the first message.

Co-authored-by: Piotr Stankiewicz <piotr.stankiewicz@docker.com>
Signed-off-by: Dorin Geman <dorin.geman@docker.com>

* server : Fix checks for first role message for stream=True

Co-authored-by: Piotr Stankiewicz <piotr.stankiewicz@docker.com>
Signed-off-by: Dorin Geman <dorin.geman@docker.com>

---------

Signed-off-by: Dorin Geman <dorin.geman@docker.com>
Co-authored-by: Piotr Stankiewicz <piotr.stankiewicz@docker.com>
 2025-05-21 15:07:57 +02:00
Georgi Gerganov
797f2ac062
kv-cache : simplify the interface (#13660) 
* kv-cache : simplify the interface

ggml-ci

* context : revert llama_batch_allocr position change

ggml-ci
 2025-05-21 15:11:13 +03:00
Concedo
c0edde61c5 hey what do you know, it worked 2025-05-21 18:50:05 +08:00
Concedo
d04b4eeb04 merge not working 2025-05-21 18:06:41 +08:00
l3utterfly
b7a17463ec
mtmd-helper : bug fix to token batching in mtmd (#13650) 
* Update mtmd-helper.cpp

* Update tools/mtmd/mtmd-helper.cpp

Co-authored-by: Xuan-Son Nguyen <thichthat@gmail.com>

---------

Co-authored-by: Xuan-Son Nguyen <thichthat@gmail.com>
 2025-05-20 18:55:30 +02:00
Georgi Gerganov
e298d2fbd0
kv-cache : add SWA support (#13194) 
* kv-cache : prepare for SWA

ggml-ci

* kv-cache : initial iSWA implementation

ggml-ci

* kv-cache : rework error recovery logic

ggml-ci

* models : fix Phi-3 SWA parameters

ggml-ci

* model : adjust Granite to rope factor changes

ggml-ci

* server : check if context can do shifts

ggml-ci

* iswa : for now, always enable shifts (experiment)

ggml-ci

* kv-cache : simplify SWA logic

ggml-ci

* kv-cache : apply defrag when we fail to find slots for the batch

ggml-ci

* llama : update docs about llama_decode

ggml-ci

* kv-cache : update warning logs when no space for the batch is available

ggml-ci

* llama : add llama_kv_self_seq_pos_min()

* kv-cache : keep track of partial SWA computes and print warnings

* server : disallow use cases involving partial SWA context

ggml-ci

* llama : add param to control SWA cache size

ggml-ci

* minor : clean-up

ggml-ci
 2025-05-20 08:05:46 +03:00
Nicolò Scipione
f7c9429c85
sycl : Overcoming workaround for mmap() allocation on Windows (#13482) 
* Remove mmap workaround on windows

After some testing I found that mmap is supported on windows and for
many GPUs on Linux. Therefore I remove the workaround for windows since
it is not necessary.

* Update llama-bench README

SYCL backend introduced a workaround that allows execution of
llama-bench also without specifying `--mmp 0` flag
 2025-05-20 08:54:43 +08:00
Xuan-Son Nguyen
92ecdcc06a
mtmd : add vision support for llama 4 (#13282) 
* wip llama 4 conversion

* rm redundant __init__

* fix conversion

* fix conversion

* test impl

* try this

* reshape patch_embeddings_0

* fix view

* rm ffn_post_norm

* cgraph ok

* f32 for pos embd

* add image marker tokens

* Llama4UnfoldConvolution

* correct pixel shuffle

* fix merge conflicts

* correct

* add debug_graph

* logits matched, but it still preceives the image incorrectly

* fix style

* add image_grid_pinpoints

* handle llama 4 preprocessing

* rm load_image_size

* rm unused line

* fix

* small fix 2

* add test & docs

* fix llava-1.6 test

* test: add notion of huge models

* add comment

* add warn about degraded quality
 2025-05-19 13:04:14 +02:00
Concedo
59300dbdf5 Merge branch 'upstream' into concedo_experimental 
# Conflicts:
#	.github/actions/windows-setup-curl/action.yml
#	.github/workflows/build-linux-cross.yml
#	README.md
#	common/CMakeLists.txt
#	examples/parallel/README.md
#	examples/parallel/parallel.cpp
#	ggml/src/ggml-sycl/element_wise.cpp
#	ggml/src/ggml-vulkan/CMakeLists.txt
#	tools/server/README.md
 2025-05-18 23:27:53 +08:00
Isaac McFadyen
6a2bc8bfb7
server : added --no-prefill-assistant flag (#13608) 
* added no-prefill-assistant flag

* reworded documentation comment

* updated server README.md
 2025-05-17 23:59:48 +02:00
Xuan-Son Nguyen
6aa892ec2a
server : do not return error out of context (with ctx shift disabled) (#13577) 2025-05-16 21:50:00 +02:00
Xuan-Son Nguyen
aea9f8b4e7
webui : improve accessibility for visually impaired people (#13551) 
* webui : improve accessibility for visually impaired people

* add a11y for extra contents

* fix some labels being read twice

* add skip to main content
 2025-05-16 21:49:01 +02:00
Concedo
e5d26a2356 Merge branch 'upstream' into concedo_experimental 
# Conflicts:
#	common/CMakeLists.txt
#	docs/backend/SYCL.md
#	ggml/CMakeLists.txt
#	ggml/src/ggml-sycl/CMakeLists.txt
#	ggml/src/ggml-sycl/binbcast.cpp
#	ggml/src/ggml-sycl/convert.cpp
#	ggml/src/ggml-sycl/dequantize.hpp
#	ggml/src/ggml-sycl/dmmv.cpp
#	ggml/src/ggml-sycl/gemm.hpp
#	ggml/src/ggml-sycl/ggml-sycl.cpp
#	ggml/src/ggml-sycl/mmvq.cpp
#	ggml/src/ggml-sycl/vecdotq.hpp
#	ggml/src/ggml-vulkan/CMakeLists.txt
#	ggml/src/ggml-vulkan/vulkan-shaders/CMakeLists.txt
#	ggml/src/gguf.cpp
#	scripts/compare-llama-bench.py
#	tests/CMakeLists.txt
#	tests/test-chat.cpp
#	tools/llama-bench/llama-bench.cpp
#	tools/server/README.md
 2025-05-16 15:30:31 +08:00
Concedo
6cafc0e73e Merge commit '71bdbdb587' into concedo_experimental 
# Conflicts:
#	ggml/src/ggml-cpu/CMakeLists.txt
#	tools/batched-bench/batched-bench.cpp
#	tools/mtmd/clip.h
 2025-05-16 15:25:15 +08:00
Concedo
12e6928ec2 i'm gonna regret this, aren't i? 2025-05-15 23:59:55 +08:00
Concedo
7a76e237b8 fixed clip quantize again 2025-05-15 23:22:12 +08:00
Diego Devesa
6c8b91500e
llama-bench : fix -ot with dl backends (#13563) 2025-05-15 15:46:55 +02:00
Xuan-Son Nguyen
3cc1f1f1d2
webui : handle PDF input (as text or image) + convert pasted long content to file (#13562) 
* webui : handle PDF input (as text or image)

* handle the case where pdf image + server without mtmd

* fix bug missing pages
 2025-05-15 14:24:50 +02:00
Piotr Wilkin (ilintar)
c753d7bed0
server : proper error handling for missing elements in messages array (OpenAI compatible backend) (#13540) 2025-05-15 08:40:58 +02:00
Georgi Gerganov
b2838049cc
bench : handle decode errors (#13548) 
ggml-ci
 2025-05-15 05:57:02 +03:00
Olivier Chafik
aa48e373f2
server: inject date_string in llama 3.x template + fix date for firefunction v2 (#12802) 
* Inject date_string in llama 3.x + fix for functionary v2

https://github.com/ggml-org/llama.cpp/issues/12729

* move/fix detection of functionary v3.1 before llama 3.x, fix & test their non-tool mode

Co-authored-by: Sigbjørn Skjæret <sigbjorn.skjaeret@scala.com>

* generate more tokens in test_completion_with_required_tool_tiny_fast to avoid truncation

---------

Co-authored-by: ochafik <ochafik@google.com>
Co-authored-by: Sigbjørn Skjæret <sigbjorn.skjaeret@scala.com>
 2025-05-15 02:39:51 +01:00
Olivier Chafik
3198405e98
common: add partial regex support (#12808) 
* move string_find_partial_stop & string_ends_with to common

* add common_regex (supports partial matches)

Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>

* Update common/regex-partial.cpp

Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>

* Update common/regex-partial.cpp

Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>

* Update common/regex-partial.h

Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>

* partial regex: add missing iterator end checks

* string utils: use string_views

* direct throw to avoid ggml.h include

* regex-partial: replace missed ggml_asserts

---------

Co-authored-by: ochafik <ochafik@google.com>
Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
 2025-05-14 19:50:57 +01:00
Georgi Gerganov
053174436f
server : passthrough the /models endpoint during loading (#13535) 
* server : passthrough the /models endpoint during loading

* server : update readme + return json for "meta" field
 2025-05-14 15:42:10 +03:00
Xuan-Son Nguyen
360a9c98e1
server : fix cache_tokens bug with no cache_prompt (#13533) 2025-05-14 13:35:07 +02:00
Xuan-Son Nguyen
bb1681fbd5
webui : use fflate for more deterministic gzip compress (#13525) 
* webui : use pako for more deterministic gzip compress

* simpler code

* use fflate instead of pako
 2025-05-14 10:26:12 +02:00
Luca Stefani
d486dd3e8e
webui: Allow pasting file from clipboard (#13526) 
* server: Allow pasting file from clipboard

* server: Prevent default action on file paste

* update build

* format then build combined

---------

Co-authored-by: Xuan Son Nguyen <son@huggingface.co>
 2025-05-14 10:07:31 +02:00
Ed Addario
e5c834f718
quantize : improve tensor-type pattern matching (#13033) 2025-05-13 19:12:31 +02:00
Xuan-Son Nguyen
71bdbdb587
clip : clip.h become private API (⚠️ breaking change) (#13510) 2025-05-13 17:07:21 +02:00
Georgi Gerganov
b89d605a91
batched-bench : fix pp batch contents (#13492) 2025-05-13 18:01:53 +03:00
Xuan-Son Nguyen
b4726345ac
mtmd : remove libllava, remove clip-quantize-cli (⚠️ breaking change) (#13460) 
* mtmd : remove libllava, remove clip-quantize-cli

* rm clip_model_quantize
 2025-05-13 15:33:58 +02:00
Concedo
11984f1040 fixed autoguess adapters, fixed tool builds 2025-05-13 19:38:56 +08:00
Diego Devesa
cf0a43bb64
llama-bench : add defrag-thold, check for invalid ranges (#13487) 2025-05-13 00:31:37 +02:00
Concedo
21e31e255b Merge branch 'upstream' into concedo_experimental 
# Conflicts:
#	.github/workflows/build.yml
#	.github/workflows/docker.yml
#	README.md
#	build-xcframework.sh
#	common/CMakeLists.txt
#	examples/CMakeLists.txt
#	ggml/src/ggml-cpu/CMakeLists.txt
#	ggml/src/ggml-cuda/CMakeLists.txt
#	ggml/src/ggml-metal/ggml-metal.m
#	ggml/src/ggml-metal/ggml-metal.metal
#	ggml/src/ggml-sycl/CMakeLists.txt
#	ggml/src/ggml-sycl/backend.hpp
#	ggml/src/ggml-sycl/common.hpp
#	ggml/src/ggml-sycl/ggml-sycl.cpp
#	ggml/src/ggml-sycl/mmvq.cpp
#	ggml/src/ggml-sycl/vecdotq.hpp
#	scripts/compare-llama-bench.py
#	src/CMakeLists.txt
#	src/llama-model.cpp
#	src/llama.cpp
#	tests/test-backend-ops.cpp
#	tests/test-opt.cpp
#	tools/llama-bench/README.md
#	tools/llama-bench/llama-bench.cpp
#	tools/mtmd/CMakeLists.txt
#	tools/mtmd/README.md
#	tools/mtmd/clip.cpp
#	tools/rpc/rpc-server.cpp
#	tools/server/CMakeLists.txt
#	tools/server/README.md
 2025-05-13 00:28:35 +08:00
Xuan-Son Nguyen
de4c07f937
clip : cap max image size 1024 for qwen vl model (#13478) 2025-05-12 15:06:51 +02:00
Anudit Nagar
91159ee9df
server : allow content to be null in oaicompat_completion_params_parse (#13477) 2025-05-12 13:56:42 +02:00
Diego Devesa
22cdab343b
llama-bench : accept ranges for integer parameters (#13410) 2025-05-12 13:08:22 +02:00
City
c104023994
mtmd : Use RMS norm for InternVL 3 38B and 78B mmproj (#13459) 2025-05-12 00:39:06 +02:00
Anthony Umfer
9a390c4829
tools : fix uninitialized llama_batch in server (#13436) 
* add constructor to initialize server_context::batch, preventing destructor's call to llama_batch_free from causing an invalid free()

* Update tools/server/server.cpp

Co-authored-by: Xuan-Son Nguyen <thichthat@gmail.com>

* use C++11 initializer syntax

* switch from Copy-list-initialization to Direct-list-initialization

---------

Co-authored-by: Xuan-Son Nguyen <thichthat@gmail.com>
 2025-05-11 17:08:26 +02:00
David Huang
7f323a589f
Add --no-op-offload to improve -ot pp perf in MoE models like llama4 400B (#13386) 2025-05-11 14:18:39 +02:00
City
3eac209319
mtmd : support InternVL 3 38B and 78B mmproj (#13443) 
* Support InternVL 3 38B and 78B mmproj

* Swap norms in clip.cpp

* Group variables together
 2025-05-11 11:35:52 +02:00
Xuan-Son Nguyen
a634d75d1b
mtmd : move helpers to dedicated file (#13442) 
* mtmd : move helpers to dedicated file

* fix windows build

* rm redundant include
 2025-05-11 11:34:23 +02:00
Concedo
f841b29c41 fixed unicode paths 2025-05-11 14:05:54 +08:00
Xuan-Son Nguyen
15e6125a39
mtmd : add hard limit on image resolution for qwen2vl / qwen2.5vl (#13434) 
* mtmd : add hard limit on image resolution for qwen2vl / qwen2.5vl

* fix typo
 2025-05-10 19:57:54 +02:00
Xuan-Son Nguyen
3b24d26c22
server : update docs (#13432) 2025-05-10 18:44:49 +02:00